Colliding Bodies Optimization

Extensions and Applications

Autor: Ali Kaveh, V. R. Mahdavi

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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This book presents and applies a novel efficient meta-heuristic optimization algorithm called Collid...

Informácie o knihe

Autor

Ali Kaveh, V. R. Mahdavi

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

284

EAN

9783319387093

ISBN

331938709X

Enbook ID

15194643

Vydavateľ

Springer International Publishing AG

Hmotnosť

4511

Rozmery

155 x 235 x 17

Kompletný popis

This book presents and applies a novel efficient meta-heuristic optimization algorithm called Colliding Bodies Optimization (CBO) for various optimization problems. The first part of the book introduces the concepts and methods involved, while the second is devoted to the applications. Though optimal design of structures is the main topic, two chapters on optimal analysis and applications in constructional management are also included. This algorithm is based on one-dimensional collisions between bodies, with each agent solution being considered as an object or body with mass. After a collision of two moving bodies with specified masses and velocities, these bodies again separate, with new velocities. This collision causes the agents to move toward better positions in the search space. The main algorithm (CBO) is internally parameter independent, setting it apart from previously developed meta-heuristics. This algorithm is enhanced (ECBO) for more efficient applications in the optimal design of structures. The algorithms are implemented in standard computer programming languages (MATLAB and C++) and two main codes are provided for ease of use.

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Colliding Bodies Optimization

Extensions and Applications

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